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MCP servers tagged materials-science
7 live MCP servers tagged "materials-science", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with materials-science.
Chemgraph
Agentic framework for computational chemistry and materials science workflows
Catgo LRG
AI-driven workbench for computational materials science — interactive 3D structure viewer, natural-language CatBot assistant, visual DAG workflow engine, HPC job submission. Tauri…
SciLink
LLM-powered agents for scientific research automation
SciCrucible
基于claude的科学智能知识库：从文献摄入-知识分析-科学讨论-学术写作的全闭环。
AutoPhaseAnalysis
Automated XRD phase identification and Rietveld refinement — a dara tree search explores phase combinations and BGMN-refines each one, no manual peak matching. Ranked solutions wi…
Dft Autopilot MCP
BYO-HPC DFT computational chemistry (Quantum ESPRESSO / VASP / Gaussian) orchestration — an MCP server + Claude plugin that runs on your own HPC (SCNet / Slurm / local).
Awesome Materials AI
Curated list of language models, agents, and MCP servers for materials science and chemistry.